Defense strategy may focus on reliability
Robinson’s lawyers are expected to challenge the prosecution’s case on several fronts. Those challenges may include the legality of searches, the handling of evidence and the chain of custody for key materials.

Digital evidence could become a central dispute. The defense is reportedly preparing to raise concerns about the possibility that online statements can be manipulated or fabricated, including through artificial intelligence. That argument does not by itself disprove the messages, but it could force prosecutors to explain how the records were authenticated and traced.
The defense may also raise issues involving Robinson’s mental health or psychological condition. Based on the source account, that line of argument would not erase the factual questions in the case, but it could influence how intent, motive or responsibility are debated in court.
A politically charged trial environment
The case has drawn intense political attention, with public anger and conspiracy theories surrounding the prosecution. That atmosphere may make the courtroom fight especially difficult, as both sides seek to persuade jurors while the broader public debates the meaning of the evidence.
At trial, the central question will remain whether prosecutors can prove their case under legal standards. The outcome will depend on what evidence is admitted, how convincingly it is authenticated and whether the defense can create reasonable doubt about the state’s version of events.